TY - GEN
T1 - Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms
AU - Borja, Andre
AU - Varengues, Guillaume
AU - Procel, Luis Miguel
AU - Trojman, Lionel
AU - Arevalo, German
AU - Cardenas, Daniel
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/11
Y1 - 2019/11
N2 - In the present work, we implement and compare a fast shape recognition algorithm in two FPGA platforms: ZYBO and VIRTEX-5. We successfully implement our algorithm for several image resolutions in both hardware. We have found that VIRTEX-5 provides 14-19% faster processing than ZYBO, making it ideal for real time execution and higher resolution algorithms for computer vision, however, this comes at a cost of 8-10% more power consumption with respect to ZYBO platform. These results show that both platforms are good candidates for implementing this kind of algorithms depending on the focus of the hardware: performance or power saving.
AB - In the present work, we implement and compare a fast shape recognition algorithm in two FPGA platforms: ZYBO and VIRTEX-5. We successfully implement our algorithm for several image resolutions in both hardware. We have found that VIRTEX-5 provides 14-19% faster processing than ZYBO, making it ideal for real time execution and higher resolution algorithms for computer vision, however, this comes at a cost of 8-10% more power consumption with respect to ZYBO platform. These results show that both platforms are good candidates for implementing this kind of algorithms depending on the focus of the hardware: performance or power saving.
KW - FPGA
KW - HDL
KW - computer vison
KW - shape recognition
UR - http://www.scopus.com/inward/record.url?scp=85081998212&partnerID=8YFLogxK
U2 - 10.1109/ETCM48019.2019.9014902
DO - 10.1109/ETCM48019.2019.9014902
M3 - Contribución a la conferencia
AN - SCOPUS:85081998212
T3 - 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019
BT - 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019
Y2 - 13 November 2019 through 15 November 2019
ER -